neuromorphic computing

Point-to-Spike Residual Learning for Energy-Efficient 3D Point Cloud Classification AAAI 2024 PPLNs: Parametric Piecewise Linear Networks for Event-Based Temporal Modeling and Beyond NeurIPS 2024 Shrinking Your TimeStep: Towards Low-Latency Neuromorphic Object Recognition with Spiking Neural Networks AAAI 2024 Slack-Free Spiking Neural Network Formulation for Hypergraph Minimum Vertex Cover NeurIPS 2024 Spike-based Neuromorphic Model for Sound Source Localization NeurIPS 2024 SpikedAttention: Training-Free and Fully Spike-Driven Transformer-to-SNN Conversion with Winner-Oriented Spike Shift for Softmax Operation NeurIPS 2024 Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation Neuromorphic Chips ICLR 2024 SpikingBERT: Distilling BERT to Train Spiking Language Models Using Implicit Differentiation AAAI 2024 Spiking Token Mixer: An event-driven friendly Former structure for spiking neural networks NeurIPS 2024 TAB: Temporal Accumulated Batch Normalization in Spiking Neural Networks ICLR 2024 TC-LIF: A Two-Compartment Spiking Neuron Model for Long-Term Sequential Modelling AAAI 2024 TIM: An Efficient Temporal Interaction Module for Spiking Transformer IJCAI 2024 Towards Energy Efficient Spiking Neural Networks: An Unstructured Pruning Framework ICLR 2024 Astromorphic Self-Repair of Neuromorphic Hardware Systems AAAI 2023 Bullying10K: A Large-Scale Neuromorphic Dataset towards Privacy-Preserving Bullying Recognition NeurIPS 2023 Direct Training of SNN using Local Zeroth Order Method NeurIPS 2023 Dynamics-inspired Neuromorphic Visual Representation Learning ICML 2023 Evolving Connectivity for Recurrent Spiking Neural Networks NeurIPS 2023 Flexible Phase Dynamics for Bio-Plausible Contrastive Learning ICML 2023 How gradient estimator variance and bias impact learning in neural networks ICLR 2023 Online learning of long-range dependencies NeurIPS 2023 Rate Gradient Approximation Attack Threats Deep Spiking Neural Networks CVPR 2023 Reducing ANN-SNN Conversion Error through Residual Membrane Potential AAAI 2023 Spatial-Temporal Self-Attention for Asynchronous Spiking Neural Networks IJCAI 2023 Spike-Based Anytime Perception WACV 2023